Data Science & ML Compliance and Risk Scoring API

About This Product

Tired of building data science models that get red-flagged by compliance teams at deployment? This API pre-scores every prediction for regulatory risk, so you ship faster—not stronger.

The Data Science & ML Compliance and Risk Scoring API solves the hidden bottleneck in ML pipelines: ensuring every model output meets compliance standards before it reaches production. Unlike generic risk APIs, this one is purpose-built for data scientists, scoring each prediction against regulatory frameworks (GDPR, SOX, HIPAA) and business risk thresholds in a single call.

## What's Included

- Real-time compliance scoring per API request – check predictions against GDPR, SOX, HIPAA, and custom rules - Risk scoring engine that evaluates both statistical risk (outliers, drift) and business risk (fraud, high-value errors) - Easy RESTful integration – send JSON with features, receive compliance + risk scores in 200ms - Pre-built compliance rule sets for finance, healthcare, and tech – editable via your account dashboard - Batch scoring endpoint for large datasets with paginated results and full audit trail

Key Features

• Tired of building data science models that get red-flagged by compliance teams at deployment? This API pre-scores every prediction for regulatory risk, so you ship faster—not stronger
• The Data Science & ML Compliance and Risk Scoring API solves the hidden bottleneck in ML pipelines: ensuring every model output meets compliance standards before it reaches production
• Unlike generic risk APIs, this one is purpose-built for data scientists, scoring each prediction against regulatory frameworks (GDPR, SOX, HIPAA) and business risk thresholds in a single call
• ## What's Included - Real-time compliance scoring per API request – check predictions against GDPR, SOX, HIPAA, and custom rules - Risk scoring engine that evaluates both statistical risk (outliers, drift) and business risk (fraud, high-value errors) - Easy RESTful integration – send JSON with features, receive compliance + risk scores in 200ms - Pre-built compliance rule sets for finance, healthcare, and tech – editable via your account dashboard - Batch scoring endpoint for large datasets with paginated results and full audit trail ## Who Is This For - Data scientists wanting to bypass compliance review bottlenecks by embedding scoring into their CI/CD pipelines - ML engineers building production systems in regulated industries (fintech, healthtech, legal tech) - Compliance officers needing a programmable, auditable way to evaluate model outputs without manual checks - Startups launching AI features who must prove regulatory alignment to investors and partners ## How It Works Sign up on Gumroad to get your unique API key
• Then make a POST request to `/score` with your feature vector and optional compliance domain (e
• The API returns a JSON with a compliance score (0-100), risk level (low/medium/high), and a detailed breakdown of which rules triggered